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  • 标题:Robust Proximity Search for Balls Using Sublinear Space
  • 本地全文:下载
  • 作者:Sariel Har-Peled ; Nirman Kumar
  • 期刊名称:LIPIcs : Leibniz International Proceedings in Informatics
  • 电子版ISSN:1868-8969
  • 出版年度:2014
  • 卷号:29
  • 页码:315-326
  • DOI:10.4230/LIPIcs.FSTTCS.2014.315
  • 出版社:Schloss Dagstuhl -- Leibniz-Zentrum fuer Informatik
  • 摘要:Given a set of n disjoint balls b_1, ..., b_n in R^d, we provide a data structure, of near linear size, that can answer (1 +- epsilon)-approximate k-th-nearest neighbor queries in O(log(n) + 1/epsilon^d) time, where k and epsilon are provided at query time. If k and epsilon are provided in advance, we provide a data structure to answer such queries, that requires (roughly) O(n/k) space; that is, the data structure has sublinear space requirement if k is sufficiently large.
  • 关键词:Approximate Nearest neighbors; algorithms; data structures
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